A facility for screening service requests for requesting assistance is described. The facility receives from a user a service request that requests assistance with solving a problem associated with a system accessible to the user and includes information related to the system. The facility searches a collection of system status information for at least one entry that corresponds with the received information related to the system. Where a corresponding entry is found, the facility provides to the user an indication of the correspondence and an opportunity to cancel the service request.